Skip to content

Implement CPU usage plot #7

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 1 commit into
base: master
Choose a base branch
from
Open

Implement CPU usage plot #7

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
37 changes: 36 additions & 1 deletion visualize.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -30,6 +30,28 @@ def plotDataset(folder, args):
accelerometer = {"x": [], "y": [], "z": [], "t": [], "td": []}
gyroscope = {"x": [], "y": [], "z": [], "t": [], "td": []}
cameras = {}
systemMetrics = {}

def parseSystemMetrics(obj, time):
usedNames = {}
try:
def appendMetrics(name, time, value):
if not name in systemMetrics:
systemMetrics[name] = { "cpu": [], "t": []}
systemMetrics[name]["cpu"].append(value)
systemMetrics[name]["t"].append(time)
for process in obj["systemMetrics"]["cpu"]["processes"]:
name = process["name"]
index = usedNames.get(name, 0)
nameWithIndex = f"{name}_{index}"
appendMetrics(nameWithIndex, time, process["usagePercent"])
usedNames[name] = index + 1
if "systemTotalUsagePercent" in obj["systemMetrics"]:
appendMetrics("TOTAL", time, obj["systemMetrics"]["systemTotalUsagePercent"])
except Exception as e:
print("failed to parse", obj)
raise e


startTime = sys.maxsize
with open(jsonlFile) as f:
Expand Down Expand Up @@ -57,6 +79,9 @@ def plotDataset(folder, args):
if minTime == None or minTime > measurement.get("time"): minTime = measurement.get("time")
if maxTime == None or maxTime < measurement.get("time"): maxTime = measurement.get("time")

if "systemMetrics" in measurement:
parseSystemMetrics(measurement, measurement["time"] - timeOffset)

if measurement.get("sensor") is not None:
measurementType = measurement["sensor"]["type"]
if measurementType == "accelerometer":
Expand Down Expand Up @@ -106,7 +131,10 @@ def plotDataset(folder, args):
if "features" in c:
camPlots += 1

fig, subplots = pyplot.subplots(9 + camPlots)

sysPlots = 1 if systemMetrics else 0

fig, subplots = pyplot.subplots(9 + camPlots + sysPlots)
fig.subplots_adjust(hspace=.5)
fig.subplots_adjust(left=0.05, right=0.95, top=0.95, bottom=0.05)

Expand Down Expand Up @@ -149,6 +177,13 @@ def plotDataset(folder, args):
len(gyroscope["t"]) / (gyroscope["t"][-1] - gyroscope["t"][0]),
len(gyroscope["t"])))

if systemMetrics:
idx = (9 + camPlots + sysPlots) - 1
subplots[idx].title.set_text("CPU usage")
for process in systemMetrics:
subplots[idx].plot(systemMetrics[process]["t"], systemMetrics[process]["cpu"], label=process)
subplots[idx].legend()

pyplot.show()


Expand Down